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- ▌ Ideogram Hello World · tools-only bundleCreate a minimal working Ideogram example. Use when starting a new Ideogram integration, testing your setup, or learning basic Ideogram API patterns. Trigger with phrases like "ideogram hello world", "ideogram example", "ideogram quick start", "simple ideogram code".
- ▌ Feature Dev · tools-only bundleGuided feature development with codebase understanding and architecture focus. Use for implementing features systematically: explore → clarify → design → implement → test → review.
- ▌ Feature Analyzer · tools-only bundleTurn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, designing architecture, or making significant changes to the codebase.
- ▌ Azure Mgmt Fabric Dotnet · tools-only bundleAzure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, checking name availability, and listing SKUs via Azure Resource Manager. Triggers: "Fabric capacity", "create capacity", "suspend capacity", "resume capacity", "Fabric SKU", "provision Fabric", "ARM Fabric", "FabricCapacityResource".
- ▌ Gamma Hello World · tools-only bundleCreate a minimal working Gamma example. Use when starting a new Gamma integration, testing your setup, or learning basic Gamma API patterns. Trigger with phrases like "gamma hello world", "gamma example", "gamma quick start", "simple gamma code", "create gamma presentation".
- ▌ Bio Machine Learning Omics Classifiers · tools-only bundleBuilds classification models for omics data using RandomForest, XGBoost, and logistic regression with sklearn-compatible APIs. Includes proper preprocessing and evaluation metrics for biomarker classifiers. Use when building diagnostic or prognostic classifiers from expression or variant data.
- ▌ Cto Plan Reviewer · tools-only bundleTechnical architecture review agent for execution plans. Uses cto-advisor skill to evaluate technical decisions, architecture patterns, tech debt implications, and technology choices in plan.md. Triggered by: 'review technical plan', 'cto review', 'architecture review', or automatically during Step 2 (Evaluate Plan) for tracks involving architecture decisions, integrations, or infrastructure changes.
- ▌ Mistral Deploy Integration · tools-only bundleDeploy Mistral AI integrations to Vercel, Fly.io, and Cloud Run platforms. Use when deploying Mistral AI-powered applications to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy mistral", "mistral Vercel", "mistral production deploy", "mistral Cloud Run", "mistral Fly.io".
- ▌ Azure Cosmos Rust · tools-only bundleAzure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Triggers: "cosmos db rust", "CosmosClient rust", "container", "document rust", "NoSQL rust", "partition key".
- ▌ Bio Liquid Biopsy Pipeline · tools-only bundleCell-free DNA analysis pipeline from plasma sequencing to tumor monitoring. Preprocesses cfDNA reads, analyzes fragment patterns, estimates tumor fraction from sWGS, and optionally detects mutations from targeted panels. Use when analyzing liquid biopsy samples for cancer detection or monitoring.
- ▌ Replay Oriented Instrumentation · tools-only bundleInstruments programs to record execution information for deterministic replay debugging. Use when debugging hard-to-reproduce bugs (race conditions, timing issues, intermittent failures, heisenbugs), reproducing production failures, or analyzing complex execution sequences. Records non-deterministic events (I/O, threading, randomness, time) to enable exact replay of program executions. Supports Python, JavaScript, Java, and C/C++ with both custom instrumentation and existing replay tools.
- ▌ Perplexity Architecture Variants · tools-only bundleChoose and implement Perplexity validated architecture blueprints for different scales. Use when designing new Perplexity integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Perplexity applications. Trigger with phrases like "perplexity architecture", "perplexity blueprint", "how to structure perplexity", "perplexity project layout", "perplexity microservice".
- ▌ Bio Pathway Wikipathways · tools-only bundleWikiPathways enrichment using clusterProfiler and rWikiPathways. Use when analyzing gene lists against community-curated open-source pathways. Performs over-representation analysis and GSEA for 30+ species.
- ▌ Firecrawl Data Handling · tools-only bundleImplement FireCrawl PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for FireCrawl integrations. Trigger with phrases like "firecrawl data", "firecrawl PII", "firecrawl GDPR", "firecrawl data retention", "firecrawl privacy", "firecrawl CCPA".
- ▌ Audit Skill Completeness · tools-only bundleEvaluate a single skill's quality against 8 completeness categories derived from Anthropic's official skills repository. Scores preparation, progression, verification, scripts, examples, anti-patterns, references, and assets. Generates scored report to .claude/audits/. Use when auditing skill quality, checking marketplace readiness, evaluating skill completeness score, performing pre-publication evaluation, or comparing to Anthropic skills.
- ▌ Implementing Real User Monitoring · tools-only bundleThis skill assists in implementing Real User Monitoring (RUM) to capture and analyze actual user performance data. It helps set up tracking for key metrics like Core Web Vitals, page load times, and custom performance events. Use this skill when the user asks to "setup RUM", "implement real user monitoring", "track user experience", or needs assistance with "performance monitoring". It guides the user through choosing a RUM platform, designing an instrumentation strategy, and implementing the necessary tracking code.
- ▌ Claude Md Author · tools-only bundleThis skill should be used when the user asks to "create a CLAUDE.md", "write a CLAUDE.md", "set up CLAUDE.md", "configure Claude for this project", "add project instructions for Claude", "initialize Claude context", or mentions needing project-specific Claude instructions.
- ▌ Oss Product Manager · tools-only bundleNavigate open source product strategy, community dynamics, and sustainable maintenance. Use when planning OSS releases, managing contributors, handling community expectations, balancing commercial and community interests, or when the user needs battle-tested wisdom on building in the open.
- ▌ Tutorial Engineer · tools-only bundleCreates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples. Use PROACTIVELY for onboarding guides, feature tutorials, or concept explanations.
- ▌ Linear Multi Env Setup · tools-only bundleConfigure Linear across development, staging, and production environments. Use when setting up multi-environment deployments, managing per-environment API keys, or implementing environment-specific Linear configurations. Trigger with phrases like "linear environments", "linear staging", "linear dev prod", "linear environment setup", "multi-environment linear".
- ▌ Terraform Azurerm Set Diff Analyzer · tools-only bundleAnalyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terraform plan output for Azure resources like Application Gateway, Load Balancer, Firewall, Front Door, NSG, and other resources with Set-type attributes that cause spurious diffs due to internal ordering changes.
- ▌ Stay In Lane · tools-only bundleBefore making changes, verifies they match what was actually requested. Activates when about to modify files, add features, or refactor code. Catches scope creep before it happens - no "while I'm here" improvements.
- ▌ Cursor Common Errors · tools-only bundleExecute troubleshoot common Cursor IDE errors and issues. Triggers on "cursor error", "cursor not working", "cursor issue", "cursor problem", "fix cursor". Use when working with cursor common errors functionality. Trigger with phrases like "cursor common errors", "cursor errors", "cursor".
- ▌ Bio Expression Matrix Gene Id Mapping · tools-only bundleConvert between gene identifier systems including Ensembl, Entrez, HGNC symbols, and UniProt. Use when mapping IDs for pathway analysis or matching different data sources.
- ▌ Strict Typescript Mode · tools-only bundleEnforces TypeScript best practices when writing code. Automatically enables strict typing for TypeScript projects, prevents `any` usage, and recommends generic constraints. Activate on TS/TSX files, new features, code reviews.
- ▌ Writing Claude Directives · tools-only bundleUse when writing instructions that guide Claude behavior - skills, CLAUDE.md files, agent prompts, system prompts. Covers token efficiency, compliance techniques, and discovery optimization.
- ▌ Vastai Data Handling · tools-only bundleImplement Vast.ai PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Vast.ai integrations. Trigger with phrases like "vastai data", "vastai PII", "vastai GDPR", "vastai data retention", "vastai privacy", "vastai CCPA".
- ▌ Scanning Database Security · tools-only bundleProcess use when you need to work with security and compliance. This skill provides security scanning and vulnerability detection with comprehensive guidance and automation. Trigger with phrases like "scan for vulnerabilities", "implement security controls", or "audit security".
- ▌ Observability First Debugging · tools-only bundleSystematic debugging methodology that eliminates guessing and speculation. Add instrumentation to gather specific data that fully explains the problem. Evidence before hypothesis. Observation before solution. Triggers on: debugging, error investigation, 'why is this failing', unexpected behavior, test failures, non-zero exit codes, stack traces.
- ▌ Deepgram CI Integration · tools-only bundleConfigure Deepgram CI/CD integration for automated testing and deployment. Use when setting up continuous integration pipelines, automated testing, or deployment workflows for Deepgram integrations. Trigger with phrases like "deepgram CI", "deepgram CD", "deepgram pipeline", "deepgram github actions", "deepgram automated testing".
- ▌ Azure AI Voicelive Dotnet · tools-only bundleAzure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant .NET", "bidirectional audio", "speech-to-speech".
- ▌ Managing Database Recovery · tools-only bundleProcess use when you need to work with database operations. This skill provides database management and optimization with comprehensive guidance and automation. Trigger with phrases like "manage database", "optimize database", or "configure database".
- ▌ Bio Ctdna Mutation Detection · tools-only bundleDetects somatic mutations in circulating tumor DNA using variant callers optimized for low allele fractions with UMI-based error suppression. Reliably detects mutations at VAF above 0.5 percent using consensus-based approaches. Use when identifying tumor mutations from plasma DNA or tracking specific variants.
- ▌ Firecrawl Architecture Variants · tools-only bundleChoose and implement FireCrawl validated architecture blueprints for different scales. Use when designing new FireCrawl integrations, choosing between monolith/service/microservice architectures, or planning migration paths for FireCrawl applications. Trigger with phrases like "firecrawl architecture", "firecrawl blueprint", "how to structure firecrawl", "firecrawl project layout", "firecrawl microservice".
- ▌ Cwicr Change Order · tools-only bundleProcess construction change orders using CWICR data. Calculate cost impact, compare to original estimate, and generate change order documentation.
- ▌ React Best Practices · tools-only bundleComprehensive React and Next.js performance optimisation guide with 40+ rules for eliminating waterfalls, optimising bundles, and improving rendering. Use when optimising React apps, reviewing performance, or refactoring components.
- ▌ Cursor Git Integration · tools-only bundleManage integrate Git workflows with Cursor IDE. Triggers on "cursor git", "git in cursor", "cursor version control", "cursor commit", "cursor branch". Use when working with cursor git integration functionality. Trigger with phrases like "cursor git integration", "cursor integration", "cursor".
- ▌ Bio Population Genetics Population Structure · tools-only bundleAnalyze population structure using PCA and admixture analysis with PLINK and ADMIXTURE. Identify population clusters, assess ancestry proportions, visualize genetic structure, and choose optimal K for admixture models. Use when analyzing population stratification with PCA or admixture.
- ▌ Cwicr Data Loader · tools-only bundleLoad and parse DDC CWICR construction cost database from multiple formats: Parquet, Excel, CSV, Qdrant snapshots. Foundation for all CWICR operations.
- ▌ Firecrawl Reference Architecture · tools-only bundleImplement FireCrawl reference architecture with best-practice project layout. Use when designing new FireCrawl integrations, reviewing project structure, or establishing architecture standards for FireCrawl applications. Trigger with phrases like "firecrawl architecture", "firecrawl best practices", "firecrawl project structure", "how to organize firecrawl", "firecrawl layout".
- ▌ Coderabbit Sdk Patterns · tools-only bundleApply production-ready CodeRabbit SDK patterns for TypeScript and Python. Use when implementing CodeRabbit integrations, refactoring SDK usage, or establishing team coding standards for CodeRabbit. Trigger with phrases like "coderabbit SDK patterns", "coderabbit best practices", "coderabbit code patterns", "idiomatic coderabbit".
- ▌ Replit Data Handling · tools-only bundleImplement Replit PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Replit integrations. Trigger with phrases like "replit data", "replit PII", "replit GDPR", "replit data retention", "replit privacy", "replit CCPA".
- ▌ Langchain Migration Deep Dive · tools-only bundleComplex migration strategies for LangChain applications. Use when migrating from legacy LLM frameworks, refactoring large codebases, or implementing phased migration approaches. Trigger with phrases like "langchain migration strategy", "migrate to langchain", "langchain refactor", "legacy LLM migration", "langchain transition".
- ▌ Cwicr Takeoff Helper · tools-only bundleAssist with quantity takeoff using CWICR data. Calculate quantities from dimensions, apply waste factors, and suggest related work items.
- ▌ Zero In · tools-only bundleBefore searching a codebase, forces you to zero in on the target: what exactly are you looking for, what would it look like, where would it live, what else might it be called. Activates on "find", "where is", "search for", or when exploration begins. Prevents grep-and-pray.
- ▌ Rp Explorer · tools-only bundleToken-efficient codebase exploration using RepoPrompt CLI. Use when user says "use rp to..." or "use repoprompt to..." followed by explore, find, understand, search, or similar actions.
- ▌ API Documentation Generator · tools-only bundleGenerate comprehensive API documentation from repository sources including OpenAPI specs, code comments, docstrings, and existing documentation. Use when documenting APIs, creating API reference guides, or summarizing API functionality from codebases. Extracts endpoint details, request/response schemas, authentication methods, and generates code examples. Triggers when users ask to document APIs, generate API docs, create API reference, or summarize API endpoints from a repository.
- ▌ Laravel MCP · tools-only bundleLaravel v12 - The PHP Framework For Web Artisans (project, gitignored)
- ▌ Cost Estimation Resource · tools-only bundleCalculate construction costs using resource-based method. Estimate project costs from work items, physical resource norms, and current prices.
- ▌ Nav Release · tools-only bundleValidate and release Navigator plugin to marketplace. Auto-invoke when user says "release plugin", "publish navigator", "create release", or "deploy new version".
- ▌ Documenso Debug Bundle · tools-only bundleComprehensive debugging toolkit for Documenso integrations. Use when troubleshooting complex issues, gathering diagnostic information, or creating support tickets for Documenso problems. Trigger with phrases like "debug documenso", "documenso diagnostics", "troubleshoot documenso", "documenso support ticket".
- ▌ Swarm Operations · tools-only bundleAPI reference for Claude Code swarm tools -- TeamCreate, SendMessage, TeamDelete, and Task tool parameters. Use when looking up tool signatures, message schemas, shutdown sequences, error handling, or debugging swarm operations.
- ▌ Abstract Trace Summarizer · tools-only bundlePerforms abstract interpretation to produce summarized execution traces and high-level program behavior representations. Highlights key control flow paths, variable relationships, loop invariants, function summaries, and potential runtime states using abstract domains (intervals, signs, nullness, etc.). Use when analyzing program behavior, understanding execution paths, computing loop invariants, tracking variable ranges, detecting potential runtime errors, or generating program summaries without concrete execution.
- ▌ Swarm Patterns · tools-only bundleRecipes and patterns for Claude Code multi-agent swarms. Use when building parallel specialist reviews, pipeline workflows, self-organizing swarms, research-then-implement flows, plan approval gates, coordinated refactoring, or any divide-and-conquer orchestration pattern.
- ▌ Windsurf Observability · tools-only bundleSet up comprehensive observability for Windsurf integrations with metrics, traces, and alerts. Use when implementing monitoring for Windsurf operations, setting up dashboards, or configuring alerting for Windsurf integration health. Trigger with phrases like "windsurf monitoring", "windsurf metrics", "windsurf observability", "monitor windsurf", "windsurf alerts", "windsurf tracing".
- ▌ Langchain Cost Tuning · tools-only bundleOptimize LangChain API costs and token usage. Use when reducing LLM API expenses, implementing cost controls, or optimizing token consumption in production. Trigger with phrases like "langchain cost", "langchain tokens", "reduce langchain cost", "langchain billing", "langchain budget".
- ▌ Speak Core Workflow B · tools-only bundleExecute Speak secondary workflow: Pronunciation Training with detailed phoneme analysis. Use when implementing pronunciation drills, speech scoring, or targeted pronunciation improvement features. Trigger with phrases like "speak pronunciation training", "speak speech scoring", "secondary speak workflow".
- ▌ Bio De Visualization · tools-only bundleVisualize differential expression results using DESeq2/edgeR built-in functions. Covers plotMA, plotDispEsts, plotCounts, plotBCV, sample distance heatmaps, and p-value histograms. Use when visualizing differential expression results.
- ▌ Bio Methylation Based Detection · tools-only bundleAnalyzes cfDNA methylation patterns for cancer detection using cfMeDIP-seq or bisulfite sequencing with MethylDackel. Identifies cancer-specific methylation signatures and performs tissue-of-origin deconvolution. Use when using methylation biomarkers for early cancer detection or minimal residual disease.
- ▌ Openrouter Debug Bundle · tools-only bundleExecute set up comprehensive logging and debugging for OpenRouter. Use when investigating issues or monitoring requests. Trigger with phrases like 'openrouter debug', 'openrouter logging', 'openrouter trace', 'monitor openrouter'.
- ▌ Lokalise Reference Architecture · tools-only bundleImplement Lokalise reference architecture with best-practice project layout. Use when designing new Lokalise integrations, reviewing project structure, or establishing architecture standards for Lokalise applications. Trigger with phrases like "lokalise architecture", "lokalise best practices", "lokalise project structure", "how to organize lokalise", "lokalise layout".
- ▌ Agent Skill Creator · tools-only bundleCreate cross-platform agent skills from workflow descriptions. Activates when users ask to create an agent, automate a repetitive workflow, create a custom skill, or need advanced agent creation. Triggers on phrases like create agent for, automate workflow, create skill for, every day I have to, daily I need to, turn process into agent, need to automate, create a cross-platform skill, validate this skill, export this skill, migrate this skill. Supports single skills, multi-agent suites, transcript processing, template-based creation, interactive configuration, cross-platform export, and spec validation.
- ▌ Frontend Component · tools-only bundleCreate React/Vue component with TypeScript, tests, and styles. Auto-invoke when user says "create component", "add component", "new component", or "build component".
- ▌ Coderabbit Security Basics · tools-only bundleApply CodeRabbit security best practices for secrets and access control. Use when securing API keys, implementing least privilege access, or auditing CodeRabbit security configuration. Trigger with phrases like "coderabbit security", "coderabbit secrets", "secure coderabbit", "coderabbit API key security".
- ▌ Claude Code · tools-only bundlePrime Claude Code sessions with proper use of installed plugins and tools: Claude-mem (persistent memory), git-ai-search (conversation context from git), Cozempic (context weight management), and PAL MCP (multi-model collaboration). Use at session start to establish good habits.
- ▌ Context Fundamentals · tools-only bundleUnderstand what context is, why it matters, and the anatomy of context in agent systems
- ▌ Multi LLM Advisor · tools-only bundleFetches additional perspectives from OpenAI Codex and Google Gemini for architecture, review, and debugging. Transparently displays all LLM calls.
- ▌ Linear Webhooks Events · tools-only bundleConfigure and handle Linear webhooks for real-time event processing. Use when setting up webhooks, handling Linear events, or building real-time integrations. Trigger with phrases like "linear webhooks", "linear events", "linear real-time", "handle linear webhook", "linear webhook setup".
- ▌ Linear Rate Limits · tools-only bundleHandle Linear API rate limiting and quotas effectively. Use when dealing with rate limit errors, implementing throttling, or optimizing API usage patterns. Trigger with phrases like "linear rate limit", "linear throttling", "linear API quota", "linear 429 error", "linear request limits".
- ▌ Architecture Md Builder · tools-only bundleBuild comprehensive ARCHITECTURE.md files for any repository following matklad's canonical guidelines. This skill should be used when creating codebase documentation that serves as a map for developers and AI agents, auditing existing repos for architectural understanding, or when users ask to 'document the architecture', 'create an architecture.md', or 'map this codebase'. Produces bird's eye views, ASCII/Mermaid diagrams, codemaps, invariants, and layer boundaries.
- ▌ Figma Implement Design · tools-only bundleTranslate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.
- ▌ Fireflies Hello World · tools-only bundleCreate a minimal working Fireflies.ai example. Use when starting a new Fireflies.ai integration, testing your setup, or learning basic Fireflies.ai API patterns. Trigger with phrases like "fireflies hello world", "fireflies example", "fireflies quick start", "simple fireflies code".
- ▌ Monitoring Apis · tools-only bundleBuild real-time API monitoring dashboards with metrics, alerts, and health checks. Use when tracking API health and performance metrics. Trigger with phrases like "monitor the API", "add API metrics", or "setup API monitoring".
- ▌ Customerio Observability · tools-only bundleSet up Customer.io monitoring and observability. Use when implementing metrics, logging, alerting, or dashboards for Customer.io integrations. Trigger with phrases like "customer.io monitoring", "customer.io metrics", "customer.io dashboard", "customer.io alerts".
- ▌ Twinmind Prod Checklist · tools-only bundleComplete production deployment checklist for TwinMind integrations. Use when preparing to deploy, auditing production readiness, or ensuring best practices are followed. Trigger with phrases like "twinmind production", "deploy twinmind", "twinmind go-live checklist", "twinmind production ready".
- ▌ Langfuse Core Workflow A · tools-only bundleExecute Langfuse primary workflow: Tracing LLM calls and spans. Use when implementing LLM tracing, building traced AI features, or adding observability to existing LLM applications. Trigger with phrases like "langfuse tracing", "trace LLM calls", "add langfuse to openai", "langfuse spans", "track llm requests".
- ▌ Smv Model Extractor · tools-only bundleAutomatically extract abstract finite-state models in SMV/NuSMV format from source code (C/C++, Java, Python) for formal model checking. Use when users need to: (1) Generate SMV models from program code for verification, (2) Extract state-transition models from protocol implementations, (3) Analyze control flow and data flow to construct formal models, (4) Create models for checking safety and liveness properties, (5) Convert imperative code to declarative state machines. Particularly effective for protocol implementations, concurrent systems, and control logic with clear state transitions.
- ▌ Speak Install Auth · tools-only bundleInstall and configure Speak Language Learning SDK/API authentication. Use when setting up a new Speak integration, configuring API keys, or initializing Speak services in your language learning application. Trigger with phrases like "install speak", "setup speak", "speak auth", "configure speak API key", "speak language learning setup".
- ▌ Claude Code Plugins · tools-only bundleThis skill should be used when creating, configuring, or distributing Claude Code plugins and marketplaces. Use when users ask about the plugin system architecture, how to package multiple components together, create marketplaces, or set up team-wide plugin distribution.
- ▌ Bio Genome Engineering Prime Editing Design · tools-only bundleDesign pegRNAs for prime editing using PrimeDesign algorithms. Generate spacer, PBS, and RT template sequences for precise genomic modifications without double-strand breaks. Use when designing prime editing experiments for precise insertions, deletions, or point mutations.
- ▌ Bio Crispr Screens Hit Calling · tools-only bundleStatistical methods for calling hits in CRISPR screens. Covers MAGeCK, BAGEL2, drugZ, and custom approaches for identifying essential and resistance genes. Use when identifying significant genes from screen count data after QC passes.
- ▌ Lindy Hello World · tools-only bundleCreate a minimal working Lindy AI agent example. Use when starting a new Lindy integration, testing your setup, or learning basic Lindy API patterns. Trigger with phrases like "lindy hello world", "lindy example", "lindy quick start", "simple lindy agent".
- ▌ Geordie · tools-only bundleWhen activated, respond entirely in Geordie dialect from Newcastle upon Tyne. Use proper Geordie words, phrases, and grammar. Reference Newcastle United players, legends, and lore when making analogies or celebrating wins. Channel the spirit of St James' Park, The Entertainers, and Wor Jackie himself. Howay the lads!
- ▌ Bio Genome Annotation Eukaryotic Gene Prediction · tools-only bundlePredict protein-coding genes in eukaryotic genomes using BRAKER3 for combined RNA-seq and protein evidence, or GALBA for protein-only evidence. Runs Augustus with trained parameters for accurate gene models. Use when annotating a newly assembled eukaryotic genome or improving existing gene predictions.
- ▌ Scientific Figure Pro · tools-only bundleGenerate publication-ready scientific figures in Python/matplotlib with a consistent house style (Helvetica/Arial-like sans fonts, high-contrast palettes, minimal spines, frameless legends, and tight export defaults). Use when creating bar, trend, scatter, or multi-panel academic figures that must match repository-style aesthetics and reproducibility constraints.
- ▌ Speak Upgrade Migration · tools-only bundleAnalyze, plan, and execute Speak SDK upgrades with breaking change detection. Use when upgrading Speak SDK versions, detecting deprecations, or migrating to new API versions for language learning features. Trigger with phrases like "upgrade speak", "speak migration", "speak breaking changes", "update speak SDK", "analyze speak version".
- ▌ Programming Swift · tools-only bundleProvides the complete content of 'The Swift Programming Language (6.2.3)' book by Apple. Use this skill when you need to verify Swift syntax, look up language features, understand concurrency, resolve compiler errors, or consult the formal language reference.
- ▌ Rust Engineer · tools-only bundleUse when building Rust applications requiring memory safety, systems programming, or zero-cost abstractions. Invoke for ownership patterns, lifetimes, traits, async/await with tokio.
- ▌ Apollo Prod Checklist · tools-only bundleExecute Apollo.io production deployment checklist. Use when preparing to deploy Apollo integrations to production, doing pre-launch verification, or auditing production readiness. Trigger with phrases like "apollo production checklist", "deploy apollo", "apollo go-live", "apollo production ready", "apollo launch checklist".
- ▌ Bio Genome Assembly Hifi Assembly · tools-only bundleHigh-quality genome assembly from PacBio HiFi reads using hifiasm with phasing support. Use when building reference-quality diploid assemblies from HiFi data, especially with trio or Hi-C phasing for fully resolved haplotypes.
- ▌ Critical Code Reviewer · tools-only bundleConduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
- ▌ Cwicr Data Validator · tools-only bundleValidate CWICR data quality and estimate inputs. Check for errors, inconsistencies, outliers, and missing data.
- ▌ Langfuse Upgrade Migration · tools-only bundleUpgrade Langfuse SDK versions and migrate between API changes. Use when upgrading Langfuse SDK, handling breaking changes, or migrating between Langfuse versions. Trigger with phrases like "upgrade langfuse", "langfuse migration", "update langfuse SDK", "langfuse breaking changes", "langfuse version".
- ▌ Obsidian Common Errors · tools-only bundleDiagnose and fix common Obsidian plugin errors and exceptions. Use when encountering plugin errors, debugging failed operations, or troubleshooting Obsidian plugin issues. Trigger with phrases like "obsidian error", "fix obsidian plugin", "obsidian not working", "debug obsidian plugin".
- ▌ Documenso Enterprise Rbac · tools-only bundleConfigure Documenso enterprise role-based access control and team management. Use when implementing team permissions, configuring organizational roles, or setting up enterprise access controls. Trigger with phrases like "documenso RBAC", "documenso teams", "documenso permissions", "documenso enterprise", "documenso roles".
- ▌ Context7 · tools-only bundleFetch up-to-date library documentation via Context7 REST API. Use when needing current API docs, framework patterns, or code examples for any library.
- ▌ Juicebox Observability · tools-only bundleSet up Juicebox monitoring and observability. Use when implementing logging, metrics, tracing, or alerting for Juicebox integrations. Trigger with phrases like "juicebox monitoring", "juicebox metrics", "juicebox logging", "juicebox observability".
- ▌ AWS Rds Spring Boot Integration · tools-only bundleProvides patterns to configure AWS RDS (Aurora, MySQL, PostgreSQL) with Spring Boot applications. Use when setting up datasources, connection pooling, security, and production-ready database configuration.
- ▌ Custom Memory Heap Crash · tools-only bundleGuide for debugging crashes related to custom memory heaps, particularly use-after-free issues caused by static destruction ordering, DEBUG vs RELEASE discrepancies, and custom allocator lifecycle problems. This skill should be used when investigating crashes that occur only in RELEASE builds, memory-related crashes involving custom allocators, static initialization/destruction order issues, or use-after-free bugs in C++ applications.
- ▌ Cwicr Schedule Integrator · tools-only bundleIntegrate CWICR cost data with project schedules. Link work items to schedule activities, generate cost-loaded schedules, and cash flow projections.